VOL. 9 · NO. 2 | June 2015
Ann. Appl. Stat. 9 (2), (June 2015) Open Access
No abstract available
Ann. Appl. Stat. 9 (2), (June 2015) Open Access
No abstract available
Niamh Cahill, Andrew C. Kemp, Benjamin P. Horton, Andrew C. Parnell
Ann. Appl. Stat. 9 (2), 547-571, (June 2015) DOI: 10.1214/15-AOAS824 Open Access
KEYWORDS: Bayesian statistics, integrated Gaussian processes, errors-in-variables, proxy reconstruction, tide gauge
Forrest W. Crawford, Robert E. Weiss, Marc A. Suchard
Ann. Appl. Stat. 9 (2), 572-596, (June 2015) DOI: 10.1214/15-AOAS809 Open Access
KEYWORDS: Bayesian hierarchical model, coarse data, continuous-time Markov chain, heaping, mixture model, rounding
Wenfei Zhang, Ying Wei
Ann. Appl. Stat. 9 (2), 597-620, (June 2015) DOI: 10.1214/15-AOAS811 Open Access
KEYWORDS: Growth charts, sparse functional data, longitudinal data, Principal Component Analysis
Juhee Lee, Peter Müller, Kamalakar Gulukota, Yuan Ji
Ann. Appl. Stat. 9 (2), 621-639, (June 2015) DOI: 10.1214/15-AOAS817 Open Access
KEYWORDS: Haplotypes, feature allocation models, Indian buffet process, Markov chain Monte Carlo, next-generation sequencing, random binary matrices, variant calling
Jiahan Li, Zhong Wang, Runze Li, Rongling Wu
Ann. Appl. Stat. 9 (2), 640-664, (June 2015) DOI: 10.1214/15-AOAS808 Open Access
KEYWORDS: Bayesian approach, group variable selection, longitudinal data, GWAS
Heejung Shim, Matthew Stephens
Ann. Appl. Stat. 9 (2), 665-686, (June 2015) DOI: 10.1214/14-AOAS776 Open Access
KEYWORDS: Wavelets, high-throughput sequencing assays, RNA-Seq, DNase-seq, chromatin accessibility, ChIP-seq, genetic association analysis, hierarchical model, Bayesian inference, functional data
Fan Li, Tingting Zhang, Quanli Wang, Marlen Z. Gonzalez, Erin L. Maresh, James A. Coan
Ann. Appl. Stat. 9 (2), 687-713, (June 2015) DOI: 10.1214/15-AOAS818 Open Access
KEYWORDS: Bayesian, Dirichlet process, fMRI, Ising model, phase transition, scalar-on-image regression, stochastic search, Variable selection
Xiangdong Gu, Yunsheng Ma, Raji Balasubramanian
Ann. Appl. Stat. 9 (2), 714-730, (June 2015) DOI: 10.1214/15-AOAS810 Open Access
KEYWORDS: measurement error, panel data, interval censoring, time to event outcomes
Jonathan S. Schildcrout, Paul J. Rathouz, Leila R. Zelnick, Shawn P. Garbett, Patrick J. Heagerty
Ann. Appl. Stat. 9 (2), 731-753, (June 2015) DOI: 10.1214/15-AOAS826 Open Access
KEYWORDS: Biased sampling, childhood asthma, conditional likelihood, epidemiological study design, forced vital capacity, linear mixed effect models, longitudinal data analysis, multiple imputation, outcome dependent sampling, time-dependent covariates
Giles Hooker, Stephen P. Ellner
Ann. Appl. Stat. 9 (2), 754-776, (June 2015) DOI: 10.1214/15-AOAS828 Open Access
KEYWORDS: Differential equation, diagnostics, goodness of fit, attractor reconstruction, bootstrap
Laura Anderlucci, Cinzia Viroli
Ann. Appl. Stat. 9 (2), 777-800, (June 2015) DOI: 10.1214/15-AOAS816 Open Access
KEYWORDS: Mixture models, temporal dependence, random effects model
Stefan Wager, Alexander Blocker, Niall Cardin
Ann. Appl. Stat. 9 (2), 801-820, (June 2015) DOI: 10.1214/15-AOAS812 Open Access
KEYWORDS: Latent variables model, uncertain class label
Jian Guo, Jie Cheng, Elizaveta Levina, George Michailidis, Ji Zhu
Ann. Appl. Stat. 9 (2), 821-848, (June 2015) DOI: 10.1214/13-AOAS700 Open Access
KEYWORDS: graphical models, group penalty, High-dimensional data, $\ell_{1}$ penalty, Markov network, Binary data
John C. Jackson, Paul S. Albert, Zhiwei Zhang
Ann. Appl. Stat. 9 (2), 849-865, (June 2015) DOI: 10.1214/14-AOAS765 Open Access
KEYWORDS: Adaptive quadrature, Hidden Markov model, joint model, random effects
Francis K. C. Hui, David I. Warton, Scott D. Foster
Ann. Appl. Stat. 9 (2), 866-882, (June 2015) DOI: 10.1214/15-AOAS813 Open Access
KEYWORDS: Community level models, finite mixture models, penalized likelihood, regularization, species archetype models, Variable selection
Yicheng Kang, Xiaodong Gong, Jiti Gao, Peihua Qiu
Ann. Appl. Stat. 9 (2), 883-900, (June 2015) DOI: 10.1214/15-AOAS814 Open Access
KEYWORDS: Bandwidth selection, demand for private health insurance, exponential family, generalized regression, kernel smoothing, Measurement errors
Shiqi Cui, Subharup Guha, Marco A. R. Ferreira, Allison N. Tegge
Ann. Appl. Stat. 9 (2), 901-925, (June 2015) DOI: 10.1214/15-AOAS815 Open Access
KEYWORDS: Bayesian hierarchical model, first order dependence, next-generation sequencing, overdispersion, serial correlation
Vasileios Maroulas, Andreas Nebenführ
Ann. Appl. Stat. 9 (2), 926-949, (June 2015) DOI: 10.1214/15-AOAS819 Open Access
KEYWORDS: Multi-object Bayesian filtering, cardinalized probability hypothesis density, Gaussian mixture implementation, monitoring intracellular movements, random finite set theory, finite set statistics
Jie Hu, Zhongying Zhao, Hari Krishna Yalamanchili, Junwen Wang, Kenny Ye, Xiaodan Fan
Ann. Appl. Stat. 9 (2), 950-968, (June 2015) DOI: 10.1214/15-AOAS820 Open Access
KEYWORDS: 4D confocal microscopy, embryonic onset, change point detection, Bayesian method
Gabriela B. Cybis, Janet S. Sinsheimer, Trevor Bedford, Alison E. Mather, Philippe Lemey, Marc A. Suchard
Ann. Appl. Stat. 9 (2), 969-991, (June 2015) DOI: 10.1214/15-AOAS821 Open Access
KEYWORDS: Bayesian phylogenetics, threshold model, Evolution, genotype-phenotype correlation
Makram Talih
Ann. Appl. Stat. 9 (2), 992-1023, (June 2015) DOI: 10.1214/15-AOAS822 Open Access
KEYWORDS: Social welfare function, concentration curve, Rényi divergence, statistical inference, complex survey data, health surveillance data
Nadja Klein, Thomas Kneib, Stefan Lang, Alexander Sohn
Ann. Appl. Stat. 9 (2), 1024-1052, (June 2015) DOI: 10.1214/15-AOAS823 Open Access
KEYWORDS: Generalised additive models for location, scale and shape, income distribution, iteratively weighted least squares proposal, Markov chain Monte Carlo, semiparametric regression, wage inequality
Sandra Safo, Xiao Song, Kevin K. Dobbin
Ann. Appl. Stat. 9 (2), 1053-1075, (June 2015) DOI: 10.1214/15-AOAS825 Open Access
KEYWORDS: sample size, Lasso, ‎classification‎, regularized logistic regression, conditional score, High-dimensional data, measurement error
Philip T. Reiss, Lan Huo, Yihong Zhao, Clare Kelly, R. Todd Ogden
Ann. Appl. Stat. 9 (2), 1076-1101, (June 2015) DOI: 10.1214/15-AOAS829 Open Access
KEYWORDS: ADHD-200, Elastic net, functional confounding, functional magnetic resonance imaging, functional regression, sparse principal component regression, sparse partial least squares
Back to Top